Study on Freshness Evaluation of Ice-Stored Large Yellow Croaker (Pseudosciaena Crocea) Using Near Infrared Spectroscopy
LIU Yuan, CHEN Wei-hua, HOU Qiao-juan, WANG Xi-chang*, DONG Ruo-yan, WU Hao
College of Food Science and Technology, Shanghai Engineering Research Center of Aquatic-Product Processing & Preservation, Shanghai Ocean University, Shanghai 201306, China
Abstract:Near infrared spectroscopy (NIR) was used in this experiment to evaluate the freshness of ice-stored large yellow croaker (pseudosciaena crocea) during different storage periods. And the TVB-N was used as an index to evaluate the freshness. Through comparing the correlation coefficent and standard deviations of calibration set and validation set of models established by singly and combined using of different pretreatment methods, different modeling methods and different wavelength region, the best TVB-N models of ice-stored large yellow croaker sold in the market were established to predict the freshness quickly. According to the research, the model shows that the best performance could be established by using the normalization by closure (Ncl) with 1st derivative (Db1) and normalization to unit length (Nle) with 1st derivative as the pretreated method and partial least square (PLS) as the modeling method combined with choosing the wavelength region of 5 000~7 144, and 7 404~10 000 cm-1. The calibration model gave the correlation coefficient of 0.992, with a standard error of calibration of 1.045 and the validation model gave the correlation coefficient of 0.999, with a standard error of prediction of 0.990. This experiment attempted to combine several pretreatment methods and choose the best wavelength region, which has got a good result. It could have a good prospective application of freshness detection and quality evaluation of large yellow croaker in the market.
[1] GUO Quan-you, WANG Xi-chang, YANG Xian-shi, et al(郭全友, 王锡昌, 杨宪时, 等). Marine Fisheries(海洋渔业), 2010, 32(03): 326. [2] LI Xue-ying, XU Zhong, GUO Quan-you, et al(李学英, 许 钟, 郭全友, 等). Journal of Fishery Sciences of China(中国水产科学), 2009, 16(3): 442. [3] GB/T 18108—2008. Fresh Marine Fish(鲜海水鱼), 2008. [4] Sivertsen A H, Kimiya T, Heia K. Journal of Food Engineering, 2011, 103 (3): 317. [5] Cai Jianrong, Chen Quansheng, Wan Xinmin, et al. Food Chemistry, 2011, 126(3): 1354. [6] XU Fu-bin, HUANG Xing-yi, DING Ran, et al(徐富斌, 黄星奕, 丁 然, 等). Journal of Food Safety & Quality(食品安全质量检测学报), 2012, 03 (06): 644. [7] Takashi Kimiya, Agnar H Sivertsen, Karsten Heia. Journal of Food Engineering, 2013. [8] GB/T 5009.44-2003. Method for Analysis of Hygienic Standard of Meat and Meat Products(肉与肉制品卫生标准的分析方法), 2003. [9] DENG Hui-ping, LING Kai, ZHANG Hong-yu, et al(邓辉萍, 林 凯, 张红宇, 等). Occupation and Health(职业与健康), 2005, 21(6): 838. [10] LU Wan-zhen(陆婉珍). Modern Near Infrared Spectroscopy Analytical Technology(现代近红外光谱分析技术). Beijing: China Petrochemical Press(北京: 中国石化出版社), 2007, 13. [11] NI Zhen, HU Chang-qin, FENG Fang(尼 珍, 胡昌勤, 冯 芳). Chinese Journal of Pharmaceutical Analysis(药物分析杂志), 2008, 28(5): 824. [12] YAN Yan-lu(严衍禄). Fundamentals and Applications of Near Infrared Spectroscopy(近红外光谱分析基础与应用). Beijing: China Light Industry Press(北京: 中国轻工业出版社), 2005. 98. [13] HAN Dong-hai, WANG Jia-hua(韩东海, 王加华). Chinese Journal of Lasers(中国激光), 2008, 35(8): 1123. [14] ZHU Deng-sheng, WU Di, SONG Hai-yan, et al(朱登胜, 吴 迪, 宋海燕, 等). Transactions of the Chinese Society of Agricultural Engineering(农业工程学报),2008, 24(6): 196. [15] LIU Yan-yun, HU Chang-qin(柳艳云, 胡昌勤). Chinese Journal of Pharmaceutical Analysis(药物分析杂志), 2010, 30(5): 968. [16] YAN Yan-lu, JING Mao, ZHANG Lu-da, et al(严衍禄, 景 茂, 张录达, 等). Journal of Beijing Agricultural University(北京农业大学学报), 1990, (A06): 37. [17] JIANG Sheng-nan, QI Shu-ye, HAN Dong-hai(蒋圣楠, 戚淑叶, 韩东海). Journal of Food Safety & Quality(食品安全质量检测学报), 2012, 3(5): 467.